Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow Prediction

11 December 2019

Papers citing "Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow Prediction"

31 / 31 papers shown

Title
Inductive Spatio-Temporal Kriging with Physics-Guided Increment Training Strategy for Air Quality Inference Steve Yang Tao Yang Bo Hu 142 0 0 12 Mar 2025
Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast Man Li Ziyue Li Lijun Sun Fugee Tsung AI4TS 91 1 0 23 Sep 2024
Exploring Genre and Success Classification through Song Lyrics using DistilBERT: A Fun NLP Venture Servando Pizarro Martinez Moritz Zimmermann Miguel Serkan Offermann Florian Reither 89 1 0 28 Jul 2024
Skin Cancer Detection utilizing Deep Learning: Classification of Skin Lesion Images using a Vision Transformer Carolin Flosdorf Justin Engelker Igor Keller Nicolas Mohr ViT MedIm 93 8 0 26 Jul 2024
Transformer-based Drum-level Prediction in a Boiler Plant with Delayed Relations among Multivariates Gang Su Sun Yang Zhishuai Li 76 0 0 15 Jul 2024
Deep Causal Learning to Explain and Quantify The Geo-Tension's Impact on Natural Gas Market Philipp Kai Peter Yulin Li Ziyue Li Wolf Ketter 102 1 0 15 Jul 2024
Low-Rank Robust Subspace Tensor Clustering for Metro Passenger Flow Modeling Jiuyun Hu Ziyue Li Chen Zhang Fugee Tsung Hao Yan 85 6 0 05 Apr 2024
Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning Zhishuai Li Yunhao Nie Ziyue Li Lei Bai Yisheng Lv Rui Zhao 82 5 0 23 Jan 2024
A Critical Perceptual Pre-trained Model for Complex Trajectory Recovery Dedong Li Ziyue Li Zhishuai Li Lei Bai Qingyuan Gong Lijun Sun Wolf Ketter Rui Zhao 69 5 0 05 Nov 2023
KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy Qianxiong Xu Cheng Long Ziyue Li Sijie Ruan Rui Zhao Zhishuai Li 124 7 0 05 Nov 2023
Choose A Table: Tensor Dirichlet Process Multinomial Mixture Model with Graphs for Passenger Trajectory Clustering Ziyue Li Haodong Yan Chen Zhang Lijun Sun Wolf Ketter Fugee Tsung 41 4 0 31 Oct 2023
Personalized Tucker Decomposition: Modeling Commonality and Peculiarity on Tensor Data Jiuyun Hu Naichen Shi Raed Al Kontar Hao Yan 60 1 0 07 Sep 2023
Adaptive Hierarchical SpatioTemporal Network for Traffic Forecasting Yirong Chen Ziyue Li Wanli Ouyang M. Lepech AI4TS 58 5 0 15 Jun 2023
Dynamic Causal Graph Convolutional Network for Traffic Prediction Junpeng Lin Ziyue Li Zhishuai Li Lei Bai Rui Zhao Chen Zhang GNN AI4TS 83 17 0 12 Jun 2023
Correlated Time Series Self-Supervised Representation Learning via Spatiotemporal Bootstrapping Luxuan Wang Lei Bai Ziyue Li Rui Zhao Fugee Tsung AI4TS SSL 60 15 0 12 Jun 2023
MM-DAG: Multi-task DAG Learning for Multi-modal Data -- with Application for Traffic Congestion Analysis Tian-Shing Lan Ziyue Li Zhishuai Li Lei Bai Man Li Fugee Tsung W. Ketter Rui Zhao Chen Zhang 52 13 0 05 Jun 2023
STGC-GNNs: A GNN-based traffic prediction framework with a spatial-temporal Granger causality graph Silu He Qinyao Luo Ronghua Du Ling Zhao Haifeng Li 95 42 0 30 Oct 2022
Correlating sparse sensing for large-scale traffic speed estimation: A Laplacian-enhanced low-rank tensor kriging approach Tong Nie Guoyang Qin Yunpeng Wang Jian Sun 95 27 0 21 Oct 2022
Jointly Contrastive Representation Learning on Road Network and Trajectory Zhenyu Mao Ziyue Li Dedong Li Lei Bai Rui Zhao AI4TS 89 49 0 14 Sep 2022
DisenHCN: Disentangled Hypergraph Convolutional Networks for Spatiotemporal Activity Prediction Yinfeng Li Chen Gao Quanming Yao Tong Li Depeng Jin Yong Li HAI 41 8 0 14 Aug 2022
Networked Time Series Prediction with Incomplete Data via Generative Adversarial Network Yichen Zhu Bo Jiang Haiming Jin Mengtian Zhang Feng Gao Jianqiang Huang Tao Lin Xinbing Wang GNN AI4TS 89 5 0 05 Oct 2021
Completion and Augmentation based Spatiotemporal Deep Learning Approach for Short-Term Metro Origin-Destination Matrix Prediction under Limited Observable Data Jiexia Ye Juanjuan Zhao Furong Zheng Chengzhong Xu AI4TS 58 1 0 09 Aug 2021
Online Metro Origin-Destination Prediction via Heterogeneous Information Aggregation Lingbo Liu Yuying Zhu Guanbin Li Ziyi Wu Lei Bai Liang Lin AI4TS 98 37 0 02 Jul 2021
Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation Xinyu Chen Mengying Lei Nicolas Saunier Lijun Sun 78 106 0 30 Apr 2021
Spatiotemporal Tensor Completion for Improved Urban Traffic Imputation Ahmed Ben Said A. Erradi 53 37 0 12 Mar 2021
Graph Neural Network for Traffic Forecasting: A Survey Weiwei Jiang Jiayun Luo GNN AI4TS AI4CE 280 895 0 27 Jan 2021
Modeling Heterogeneous Relations across Multiple Modes for Potential Crowd Flow Prediction Qiang Zhou Jingjing Gu Xinjiang Lu Fuzhen Zhuang Yanchao Zhao Qiuhong Wang Xiao Zhang 65 24 0 18 Jan 2021
Low-rank on Graphs plus Temporally Smooth Sparse Decomposition for Anomaly Detection in Spatiotemporal Data Seyyid Emre Sofuoglu Selin Aviyente 62 4 0 23 Oct 2020
Low-Rank Autoregressive Tensor Completion for Multivariate Time Series Forecasting Xinyu Chen Lijun Sun AI4TS 55 21 0 18 Jun 2020
How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey Jiexia Ye Juanjuan Zhao Kejiang Ye Chengzhong Xu GNN AI4TS AI4CE 99 199 0 24 May 2020
Deep Learning on Traffic Prediction: Methods, Analysis and Future Directions Xueyan Yin Genze Wu Jinze Wei Yanming Shen Heng Qi Baocai Yin AI4TS 90 45 0 18 Apr 2020